We proposed a new dataset, HazeRD, for benchmarking dehazing algorithms under realistic haze conditions. As opposed to prior datasets that made use of synthetically generated images or indoor images with unrealistic parameters for haze simulation, our outdoor dataset allows for more realistic simulation of haze with parameters that are physically realistic and justified by scattering theory. 

Dataset Files

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Documentation: 
[1] Yanfu Zhang, Li Ding, Gaurav Sharma, "HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/h6q8-y165. Accessed: May. 16, 2022.
@data{h6q8-y165-19,
doi = {10.21227/h6q8-y165},
url = {http://dx.doi.org/10.21227/h6q8-y165},
author = {Yanfu Zhang; Li Ding; Gaurav Sharma },
publisher = {IEEE Dataport},
title = {HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing},
year = {2019} }
TY - DATA
T1 - HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing
AU - Yanfu Zhang; Li Ding; Gaurav Sharma
PY - 2019
PB - IEEE Dataport
UR - 10.21227/h6q8-y165
ER -
Yanfu Zhang, Li Ding, Gaurav Sharma. (2019). HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing. IEEE Dataport. http://dx.doi.org/10.21227/h6q8-y165
Yanfu Zhang, Li Ding, Gaurav Sharma, 2019. HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing. Available at: http://dx.doi.org/10.21227/h6q8-y165.
Yanfu Zhang, Li Ding, Gaurav Sharma. (2019). "HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing." Web.
1. Yanfu Zhang, Li Ding, Gaurav Sharma. HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/h6q8-y165
Yanfu Zhang, Li Ding, Gaurav Sharma. "HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing." doi: 10.21227/h6q8-y165